戎锦涛

Jintao Rong · 博士研究生
杭州 / 悉尼 · jintaorong283@gmail.com · 1501225407@qq.com
主页：euminds.github.io · Google Scholar · GitHub
戎锦涛

研究方向

计算机视觉、AIGC、参数高效微调（PEFT）、扩散模型、具身智能、模型压缩与神经网络结构搜索。

个人简介

浙江工业大学信息工程学院控制科学与工程博士研究生；国家留学基金委公派赴澳大利亚新南威尔士大学（UNSW Sydney）计算机科学与工程学院联合培养。 主要研究视觉提示学习、大语言模型 PEFT 与剪枝、运动可控视频扩散、AI 生成图像检测等方向。 导师：浙江工业大学欧林林教授、禹鑫燚教授；合作导师：浙江大学沈春华教授、陈昊教授；UNSW Dong Gong 教授。

教育经历

科研经历

荣誉与奖励

代表性论文

完整列表见 Google Scholar。

第一作者论文

When Distillation Breaks Motion Control: Restoring Generative Trajectories for Fast Video Generators
J. Rong, X. Xie, X. Yu, L. Ou, X. Zhang, C. Shen, D. Gong · ECCV 2026
Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification
J. Rong, H. Chen, X. Yu, L. Ou, et al. · IEEE TCSVT, 2026
Across-task Neural Architecture Search via Meta Learning
J. Rong, X. Yu, M. Zhang, et al. · IJMLC, 2022
Soft Taylor Pruning for Accelerating Deep Convolutional Neural Networks
J. Rong, X. Yu, M. Zhang, L. Ou · IECON 2020
Learning Layer-wise Composable Textural Inversion Concepts for Text-to-Image Generation
J. Rong, H. Chen, L. Ou, et al. · Visual Informatics（审稿中，JCR Q1）

合作论文

Exploring Spatial Intelligence from a Generative Perspective
M. Zhu, S. Jiang, H. Zheng, Z. Luo, H. Zhong, A. Li, K. Wang, J. Rong, Y. Liu, H. Chen, T. Lin, C. Shen · CVPR 2026
MIMIC: Mask-Injected Manipulation Video Generation with Interaction Control
T. Chen, J. Rong, H. Chen, et al. · ICLR 2026
Hierarchical Planning with Object Keypoint-Axis Constraints for Robotic Manipulation
X. Yu, J. He, L. Ou, C. Zhu, J. Rong · IEEE RAM, 2026
RealHD: A High-Quality Dataset for Robust Detection of State-of-the-Art AI-Generated Images
H. Yu, Y. Ye, J. Rong, et al. · ACM MM, 2025
GSORB-SLAM: Gaussian Splatting SLAM Benefits from ORB Features and Transmittance Information
W. Zheng, X. Yu, J. Rong, L. Ou, Y. Wei, L. Zhou · RA-L, 2025
Improving Neural Indoor Surface Reconstruction with Mask-guided Adaptive Consistency Constraints
X. Yu, L. Lu, J. Rong, G. Xu, L. Ou · ICRA 2024
RepNAS: Searching for Efficient Re-parameterizing Blocks
M. Zhang, X. Yu, J. Rong, et al. · ICME 2023
Efficient Re-parameterization Operations Search for Easy-to-Deploy Network Based on Directional Evolutionary Strategy
X. Yu, X. Wang, J. Rong, M. Zhang, L. Ou · Neural Processing Letters, 2023
Graph Pruning for Model Compression
M. Zhang, X. Yu, J. Rong, et al. · Applied Intelligence, 2022

科研项目与深度合作